Triple

T2252081
Position Surface form Disambiguated ID Type / Status
Subject Becker Friedman Institute for Research in Economics E49638 entity
Predicate abbreviation P43 FINISHED
Object BFI
BFI is a University of Chicago research institute that advances economic scholarship and policy through data-driven, market-oriented research.
 E246696 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: BFI | Statement: [Becker Friedman Institute for Research in Economics, abbreviation, BFI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BFI
Context triple: [Becker Friedman Institute for Research in Economics, abbreviation, BFI]
  • A. Sky Cinema
    Sky Cinema is a group of premium film channels and on-demand movie services operated by Sky in the UK and Ireland, offering a wide range of recent releases and classic films.
  • B. BIFF Academy
    BIFF Academy is an educational initiative of the Busan International Film Festival that offers training and development programs for emerging film professionals and cinephiles.
  • C. AFI
    AFI (Australian Film Institute) is a national organization that promotes and recognizes excellence in Australian film and television through awards, advocacy, and industry support.
  • D. Cinéfondation
    Cinéfondation is a Cannes Film Festival program dedicated to discovering and promoting emerging filmmakers, primarily through showcasing short and medium-length films from film schools around the world.
  • E. Celluloid
    Celluloid is a lightweight, open-source media player for Linux that provides a simple GTK-based interface for the MPV playback engine.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: BFI
Triple: [Becker Friedman Institute for Research in Economics, abbreviation, BFI]
Generated description
BFI is a University of Chicago research institute that advances economic scholarship and policy through data-driven, market-oriented research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BFI
Target entity description: BFI is a University of Chicago research institute that advances economic scholarship and policy through data-driven, market-oriented research.
  • A. Sky Cinema
    Sky Cinema is a group of premium film channels and on-demand movie services operated by Sky in the UK and Ireland, offering a wide range of recent releases and classic films.
  • B. BIFF Academy
    BIFF Academy is an educational initiative of the Busan International Film Festival that offers training and development programs for emerging film professionals and cinephiles.
  • C. AFI
    AFI (Australian Film Institute) is a national organization that promotes and recognizes excellence in Australian film and television through awards, advocacy, and industry support.
  • D. Cinéfondation
    Cinéfondation is a Cannes Film Festival program dedicated to discovering and promoting emerging filmmakers, primarily through showcasing short and medium-length films from film schools around the world.
  • E. Celluloid
    Celluloid is a lightweight, open-source media player for Linux that provides a simple GTK-based interface for the MPV playback engine.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc11eb2708190bc5a3d152a3bb133 completed March 7, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1bc424819087b2ce9a6256a180 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6be0d108819085cf8c531d08db65 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c0fc220819090b254cc20b1bc26 completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.